Homeland security and privacy sensitive data mining from multi-party distributed resources. - Hillol Kargupta; Kun Liu 001; Souptik Datta; Jessica Ryan; Krishnamoorthy Sivakumar (FUZZ-IEEE, 2003)

On the Privacy Preserving Properties of Random Data Perturbation Techniques. - Hillol Kargupta; Souptik Datta; Qi Wang; Krishnamoorthy Sivakumar (ICDM, 2003)

Analysis of privacy preserving random perturbation techniques: further explorations. - Haimonti Dutta; Hillol Kargupta; Souptik Datta; Krishnamoorthy Sivakumar (WPES, 2003)

Random-data perturbation techniques and privacy-preserving data mining. - Hillol Kargupta; Souptik Datta; Qi Wang; Krishnamoorthy Sivakumar (Knowl. Inf. Syst., 2005)

K-Means Clustering Over a Large, Dynamic Network. - Souptik Datta; Chris Giannella; Hillol Kargupta (SDM, 2006)

Distributed Data Mining in Peer-to-Peer Networks. - Souptik Datta; Kanishka Bhaduri; Chris Giannella; Ran Wolff 003; Hillol Kargupta (IEEE Internet Comput., 2006)

Clustering distributed data streams in peer-to-peer environments. - Sanghamitra Bandyopadhyay; Chris Giannella; Ujjwal Maulik; Hillol Kargupta; Kun Liu 001; Souptik Datta (Inf. Sci., 2006)

Uniform Data Sampling from a Peer-to-Peer Network. - Souptik Datta; Hillol Kargupta (ICDCS, 2007)

A communication efficient probabilistic algorithm for mining frequent itemsets from a peer-to-peer network. - Souptik Datta; Hillol Kargupta (Stat. Anal. Data Min., 2009)

Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. - Souptik Datta; Chris Giannella; Hillol Kargupta (IEEE Trans. Knowl. Data Eng., 2009)